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基于物联网的智能电能质量分析仪系统实验分析及远程数据访问和GSM告警机制
Experimental Analysis Using IoT-Based Smart Power Quality Analyzer System With Remote Data Access and GSM Alerting Mechanism
| 作者 | Balasubbareddy Mallala · Mohammad Faridun Naim Tajuddin · Sudhakar Babu Thanikanti · Rajasekhar Reddy Manyam |
| 期刊 | IEEE Access |
| 出版日期 | 2025年1月 |
| 技术分类 | 储能系统技术 |
| 技术标签 | 储能系统 户用光伏 工商业光伏 |
| 相关度评分 | ★★★★ 4.0 / 5.0 |
| 关键词 | 电能质量分析仪 物联网 低成本系统 实时数据 电能质量参数 |
语言:
中文摘要
电能质量分析仪在监测和控制电气系统健康方面发挥重要作用,能报告现场测量波动及各种电能质量问题和负载变化。物联网是设计智能电能质量分析仪的潜力技术,可实现远程监测和现场信息在云平台的便捷集成。本文专注于使用低成本IoT硬件和软件设计方案开发智能电能质量分析仪系统。硬件采用Arduino Mega 2560微控制器结合ESP32 Wroom WiFi网关和SIM900A GSM网关。实时现场数据在ThingSpeak平台收集供未来分析,GSM设计确保电源重大波动时及时向终端用户告警。将所提低成本系统性能与连接不同负载时FPGA常规电能质量分析仪和标准Fluke仪表读数对比,输出值制表并用图表比较。所提系统预期可用于各种商业和住宅场所电能质量参数的关键评估、监测和控制。
English Abstract
Power Quality Analyzers (PQA) play an important role in monitoring and controlling health of the electrical systems. They can report the fluctuations in the field measurements with different power quality issues as well as due to load variations. Internet of Things (IoT) is a potential technology to design Smart PQAs for remote monitoring and easy integration of the field information on the cloud platform using gateway units. This paper focuses on the development of a Smart PQA system using low-cost IoT hardware and software design solutions. The hardware development is completed using Arduino Mega 2560 microcontroller in combination with ESP32 Wroom Wi-Fi gateway and SIM900A GSM gateway. The real-time field data is gathered at the ThingSpeak platform for future analysis, while GSM-based design ensures timely alerts to the end users for any major fluctuation in the power supply. The performance of the proposed low-cost system has been compared with the readings obtained from FPGA-based conventional PQA and standard Fluke Meter when connected to different loads. The proposed system output values are tabulated and compared using graphs. The proposed system is expected to be useful for the critical assessment, monitoring, and control of power quality parameters in various commercial and residential premises.
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SunView 深度解读
该低成本IoT电能质量监测技术对阳光电源分布式光伏监控具有实用价值。阳光户用和工商业光伏系统需要经济高效的电能质量监测方案,该Arduino+IoT方案可降低监测成本。阳光可将该技术集成到SG逆变器和智能网关产品中,实现低成本电能质量在线监测和云端分析,提升光伏系统并网质量,降低电网扰动风险,增强系统智能运维能力。